Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "81"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 81 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 233 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_11863/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 81, Node 7:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.733074 -0.604874 0.987281 -0.840561 -0.278647 -1.070399 0.861680 -0.163526 0.7426 0.7670 0.2892 2.673489 2.887142
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.00% 0.822844 0.582736 1.153465 -0.919330 -0.882122 -1.079464 0.781402 0.214501 0.6743 0.6676 0.2948 1.664822 1.678948
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.126767 -1.142836 1.841512 1.629188 -0.880703 -0.314857 -1.987253 -0.021851 0.0499 0.0751 0.0031 nan nan
2459591 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 345.716402 348.174524 inf inf 76.218151 83.583267 887.254239 996.904954 nan nan nan 0.000000 0.000000
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.54% 0.494564 0.542773 0.901367 -0.824990 -0.335450 -0.888639 1.458980 0.632952 0.6305 0.6427 0.3923 1.199824 1.163171
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.208581 -0.192613 0.408585 -0.857633 0.002306 -1.119832 1.680523 0.285284 0.6637 0.6614 0.3132 1.573106 1.575250
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.001871 -0.482887 1.834687 -1.177082 -0.635184 -0.818840 0.320644 -0.367180 0.7182 0.7008 0.2674 2.499763 2.291392
2459587 digital_ok 0.00% - - - 73.43% 26.57% 0.107488 1.142648 2.469534 -0.439053 -0.774228 0.036935 -0.198337 -0.372918 nan nan nan 1.323817 2.384958
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 9.19% 13.51% -0.009232 0.991540 -0.185669 1.159112 -0.402103 0.542303 0.930478 -0.070111 0.6165 0.6280 0.3816 1.407826 1.419011
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.704546 -0.205509 -0.395513 2.307024 1.325018 2.069642 -1.358145 -0.240322 0.0533 0.0574 0.0045 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.894296 10.772982 1.003316 2.043003 4.493810 4.337428 42.083605 40.593738 0.5987 0.6146 0.3986 1.368830 1.723824
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 63.98% 36.02% 0.666207 0.521986 0.462892 1.022073 -0.102689 0.308038 0.478541 0.363195 0.6202 0.6334 0.4125 2.450253 1.887317
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 45.95% 0.00% 0.160522 0.516737 0.166883 1.010880 -0.660549 0.119929 -0.028856 -0.005794 0.6234 0.6361 0.4148 1.072479 1.067298
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 11.89% 7.57% 0.801917 0.690388 0.493638 0.586433 -0.536510 -0.056801 0.754940 0.209679 0.6263 0.6440 0.4145 1.501338 1.451224
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.222162 0.332792 -0.052457 0.754369 -0.723008 0.248150 0.784017 0.624924 0.6293 0.6452 0.4068 0.000000 0.000000
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.379717 0.676712 0.449817 1.485364 -0.729795 -0.013338 -0.086562 0.025006 0.6226 0.6391 0.4110 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.909132 -1.055274 0.797091 0.799365 -1.012288 -0.909296 -0.916404 -0.153407 0.0440 0.0479 0.0021 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.300558 0.417695 0.291211 0.729342 -0.713115 0.475931 1.615451 0.549137 0.6275 0.6473 0.4079 1.476340 1.416677
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 0.00% 0.610348 0.336551 0.237768 0.848959 -0.325025 0.683991 1.708037 0.405360 0.6486 0.6671 0.4101 1.327654 1.356949
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 3.76% 0.190377 0.400931 0.252358 0.831709 -0.478807 0.122623 0.358679 0.910515 0.7132 0.7196 0.3552 1.488672 1.380446
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 11.35% 0.00% 0.605368 1.181507 0.260477 0.686173 -0.776912 -0.046010 0.226052 0.208532 0.6467 0.6611 0.4114 1.367322 1.290849
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 24.32% 0.601492 0.949937 0.142547 0.677879 -0.741229 0.456123 2.166127 1.812997 0.6510 0.6682 0.4107 1.469751 1.437506
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.012314 -1.026949 0.844103 0.695737 -0.878262 -0.613015 -1.011069 -0.127497 0.0462 0.0595 0.0011 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 3.24% 0.901717 0.748195 0.429394 0.770244 0.766036 1.041261 0.510442 1.173077 0.7330 0.7444 0.2462 1.872011 1.685480
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.262432 0.474110 0.576120 0.922633 -0.906837 -0.494256 0.420600 0.163849 0.6373 0.6531 0.4256 1.311823 1.292215
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.457058 -0.457058 -0.461085 -0.461085 -0.863548 -0.863548 -0.922228 -0.922228 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 6.94% 0.00% -0.389040 -0.410065 0.549261 -0.508731 -0.047159 1.953477 1.210942 0.712810 0.6530 0.6686 0.4237 1.365145 1.319213
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.376114 0.387342 1.625770 -0.729848 -0.969003 -0.824688 0.606754 0.035885 0.6516 0.6668 0.4165 1.273137 1.269879
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.551550 -0.342742 0.448784 0.743241 0.066210 0.691313 1.432179 1.014647 0.6512 0.6699 0.4128 1.483022 1.430348
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.510838 -0.198292 0.401317 0.647984 0.644793 0.844088 0.505455 0.383799 0.6623 0.6788 0.4078 1.411871 1.381879
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.00% -0.540869 -0.256297 0.374624 0.556615 0.582529 0.711164 0.914233 0.424556 0.6525 0.6703 0.4021 1.526229 1.444919
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.458242 0.683533 0.311026 1.307733 -0.275260 0.340671 1.496437 0.729945 0.6540 0.6707 0.4126 1.291233 1.206878
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0367 0.0349 0.0026 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% 0.896417 0.726405 0.194367 1.444262 -0.702653 -0.077374 3.146445 1.620856 0.6535 0.6718 0.4111 1.232437 1.212070
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6588 0.6765 0.4206 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6553 0.6744 0.4184 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.510207 0.260470 0.456982 0.866804 0.593611 1.070190 1.025831 0.436534 0.6566 0.6733 0.4169 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.500917 -0.228452 0.353443 0.586326 0.644696 0.959036 0.711151 0.596087 0.6579 0.6766 0.4105 1.517642 1.402314
2459550 digital_ok - 95.88% 95.88% 0.00% - - nan nan nan nan nan nan nan nan 0.0750 0.0966 0.0022 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.441797 0.739664 0.284587 0.796421 -0.323040 1.164085 1.649210 0.944886 0.6483 0.6738 0.4244 1.343546 1.258235
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 1.208643 1.405773 -0.844393 -0.650176 0.933229 1.353043 1.208788 0.954619 0.7196 0.7358 0.3823 1.504746 1.324233
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% 0.965748 0.872782 -0.474582 0.743828 1.253880 0.916291 0.385788 0.804766 0.7055 0.7223 0.3504 1.273582 1.158902
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.046559 0.713484 0.285111 0.705227 -0.065008 -0.080203 0.583384 0.899027 0.7255 0.7339 0.3583 1.395756 1.269287
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.406272 0.444778 0.370672 1.379704 -0.490595 0.407111 1.265203 0.929034 0.6763 0.6941 0.4549 0.000000 0.000000
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.157452 0.389326 0.423815 0.620315 0.221757 0.106264 1.335239 1.057528 0.7592 0.7546 0.3753 1.615510 1.269237
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% -0.235890 0.343040 0.566393 0.613787 0.646126 0.000433 1.281894 0.665582 0.7499 0.7436 0.3772 1.378494 1.230546
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.123443 0.657394 0.210085 0.768756 0.218826 0.525609 -0.044046 0.501380 0.6839 0.6985 0.4212 1.478387 1.359192
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.523296 1.165577 0.341498 1.539993 -0.977046 0.545716 0.278308 0.915223 0.6865 0.6993 0.4183 0.000000 0.000000
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.381884 0.274674 0.278020 0.524907 0.194479 1.227260 1.360634 1.048552 0.6834 0.7061 0.4311 1.314623 1.234527
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.610209 1.318234 0.868977 1.271311 0.301238 1.417551 1.469718 0.832997 0.9033 0.9353 0.3297 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 0.00% -0.584157 0.512243 0.590154 1.057841 0.565301 0.503808 0.391325 0.650546 nan nan nan 1.559426 1.499118
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.662059 2.842732 -0.295587 0.647402 2.407228 9.496953 3.065502 2.829778 0.6201 0.7144 0.3796 0.000000 0.000000
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.990489 -1.065175 0.541765 0.179896 -0.757365 0.138562 -0.713516 0.191288 0.0662 0.1077 0.0042 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.854877 1.989075 0.537116 0.833971 3.163190 2.890385 5.277245 7.945163 0.9192 0.9646 0.1682 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.318526 1.489630 -0.398071 1.350787 3.249302 6.025194 2.454521 2.781437 0.8735 0.8498 0.2301 8.387508 8.363509
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.768658 1.199107 0.524587 1.414318 -0.823841 0.078876 0.701176 -0.162688 0.8640 0.8667 0.4509 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 23.26% 0.442194 1.330937 0.282057 0.982397 2.198860 -0.301134 0.625335 0.023754 0.8327 0.8825 0.4148 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 5.26% 0.089908 0.649224 1.153331 1.245866 0.375628 0.599216 0.460784 0.082961 0.8366 0.8779 0.4093 0.000000 0.000000
2459499 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.036156 1.194583 1.509617 1.780651 0.841783 1.472876 2.049986 7.456795 0.8892 0.9413 0.1864 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.005512 0.679462 0.620080 1.117300 0.432535 0.587424 0.459589 0.528841 0.8469 0.8785 0.4347 0.000000 0.000000
2459497 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 2.63% 0.236484 0.596324 0.015022 0.770352 0.358066 0.803411 3.438368 1.925870 0.8837 0.9273 0.3690 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.042765 1.188248 0.545892 1.086467 0.520183 1.111823 1.832256 0.717823 0.0470 0.0546 0.0037 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.024855 0.349404 0.698750 0.921087 0.884125 0.933158 2.313541 0.720287 0.0566 0.0513 0.0037 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.341142 0.694079 1.327203 1.521689 0.321885 0.540484 0.966856 0.425622 0.0476 0.0621 0.0049 0.000000 0.000000
2459492 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.606564 1.109728 -1.480614 -0.525388 0.598231 -0.292648 2.382205 7.760462 0.0778 0.0680 0.0061 0.000000 0.000000
2459491 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.501071 0.783685 -1.325843 -0.222821 -0.333344 0.091240 1.828073 6.492437 0.0765 0.0697 0.0048 0.000000 0.000000
2459490 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.860977 0.896973 -1.637161 -1.003957 -0.435143 -0.517136 5.181758 9.009973 0.0873 0.0682 0.0067 0.000000 0.000000
2459489 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.182210 0.117291 -1.618537 -0.241838 -0.022922 -0.096133 2.130867 2.699005 0.0839 0.0693 0.0067 0.000000 0.000000
2459488 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.541299 0.411016 -1.078139 0.037687 0.790086 0.073179 4.728107 7.515467 0.0826 0.0746 0.0072 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 81: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 4.156302 -0.181566 2.839695 -0.594628 4.156302 0.089532 2.031539 3.451848 -0.208051

Antenna 81: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape 2.955849 2.955849 -0.741355 2.897243 -0.698677 1.939601 0.057387 -1.952434 0.616158

Antenna 81: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Variability 10.274357 -0.337561 8.126299 -0.735999 10.016260 0.652694 10.274357 1.267843 -1.951699

Antenna 81: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Variability 10.276931 -0.663844 6.543388 -0.506769 9.196561 -0.739026 10.276931 0.540663 -1.364181

Antenna 81: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Variability 30.637055 0.595009 14.427103 -0.892838 23.544391 0.875703 30.637055 4.801500 -1.883406

Antenna 81: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power inf 676.496458 496.885525 inf inf 5942.772055 -5067.439019 38491.342099 -33560.566012

Antenna 81: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 10.051652 6.395126 2.336113 5.605101 -0.424891 6.229377 0.382786 1.433882 10.051652

Antenna 81: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 5.391670 5.008614 -0.984967 5.391670 -0.213072 5.324541 0.012194 -1.246531 2.213203

Antenna 81: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Variability 6.229401 4.043417 -1.186522 5.857195 0.000502 6.229401 -0.245176 0.016547 2.385558

Antenna 81: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 4.847113 -0.995088 3.780163 -0.094472 4.847113 -0.757862 3.330733 0.698805 -0.835451

Antenna 81: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 6.925759 4.593321 -0.862080 6.297140 -0.894696 5.784165 0.029973 0.534850 6.925759

Antenna 81: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 13.336818 4.101355 0.382349 13.336818 -0.869067 8.126974 1.075094 -0.252872 0.862278

Antenna 81: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 11.116261 1.130840 4.971849 -0.678244 11.116261 -0.248958 8.880023 6.209143 1.596424

Antenna 81: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape 2.942450 2.942450 -1.303553 1.590624 -0.053548 1.606472 -0.287213 -1.503305 0.512989

Antenna 81: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape 3.348497 3.348497 -1.332063 0.850354 0.683919 0.822046 0.082332 -0.783460 0.973164

Antenna 81: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 4.876562 -0.693035 -0.592093 0.852770 -1.275840 -0.180978 -1.920628 4.876562 0.009527

Antenna 81: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Variability 1.847858 1.844047 -1.376966 1.137237 1.518822 1.847858 0.278804 -1.106368 0.742764

Antenna 81: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Variability 4.553784 -0.571892 1.801087 1.317058 1.614209 4.553784 2.749408 0.935003 -0.552410

Antenna 81: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Variability 8.212380 0.481477 1.827525 -0.547268 7.910330 -0.197205 8.212380 0.170696 3.154625

Antenna 81: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 2.877597 0.825777 -0.590062 2.877597 -0.474710 2.545850 -0.653735 2.071303 -0.181026

Antenna 81: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 8.826227 -0.179699 0.580839 -0.355019 2.906319 -0.625817 2.216341 1.254144 8.826227

Antenna 81: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 6.172173 -0.174223 2.017393 -0.877670 5.838515 -0.536469 4.610605 0.496338 6.172173

Antenna 81: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 6.894828 0.322720 1.694450 -0.699674 6.894828 -0.353474 6.683481 -0.284898 1.512586

Antenna 81: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 7.396738 1.761992 0.488065 7.396738 -0.382731 5.994226 -0.566938 2.950832 -0.593536

Antenna 81: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 3.405001 1.437655 -0.337476 3.405001 -0.415147 3.174369 -0.389091 2.268664 -0.062092

Antenna 81: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 5.192674 1.066650 1.460082 -0.293181 3.326357 -0.118492 3.287170 0.712577 5.192674

Antenna 81: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 9.741863 1.144175 2.404351 -0.715742 9.741863 -0.387743 6.903328 -0.095066 3.704040

Antenna 81: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 6.586013 0.939824 1.256861 -0.582568 6.586013 -0.364318 5.334066 -0.407354 3.612153

Antenna 81: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Variability 8.984628 0.762175 1.229229 6.826491 -0.212047 8.984628 0.385408 6.807909 0.398210

Antenna 81: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 13.438299 0.194025 0.837110 0.625412 -0.366374 1.244642 0.315368 13.438299 9.944870

Antenna 81: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 5.479927 0.134823 -0.006738 0.366131 -0.216395 0.456479 -0.248149 5.479927 2.093971

Antenna 81: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 6.482110 1.238849 0.674798 2.161897 -0.720093 2.481627 0.783877 6.482110 3.464265

Antenna 81: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 6.666492 1.250443 1.109723 0.861044 -0.674844 0.217846 -0.404620 6.666492 3.590628

Antenna 81: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 7.719919 0.500859 0.370427 0.658226 -0.444543 0.564311 -0.535499 7.719919 3.107915

Antenna 81: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Variability 0.967012 0.073190 0.434106 0.632854 -0.730224 0.967012 0.211085 0.532054 -0.348202

Antenna 81: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.801361 1.801361 0.133341 0.983234 1.439675 -0.922675 0.362519 -1.213818 0.672176

Antenna 81: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 4.913530 0.015052 0.355446 -0.389901 0.481998 -0.327161 1.273445 0.328627 4.913530

Antenna 81: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 2.447992 1.584450 0.404793 0.851324 1.223337 -1.234918 -0.531490 2.447992 -0.715308

Antenna 81: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 1.535957 0.257671 0.890699 1.535957 -0.566612 0.206243 -0.139063 0.681439 -0.133210

Antenna 81: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 2.300610 2.300610 0.372538 0.857101 1.762878 -1.419082 -0.861108 -0.954291 -0.172451

Antenna 81: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 6.599382 1.952441 6.599382 3.729742 2.538515 -0.389860 -1.888546 1.200175 0.295310

Antenna 81: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 2.825661 2.825661 1.197767 2.048413 2.372869 -0.875705 -0.383405 -1.379967 0.417568

Antenna 81: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power 1.484935 0.256666 1.004081 1.484935 -0.936230 -0.322948 -0.357588 0.187455 -0.537039

Antenna 81: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 0.172178 0.126113 -0.365438 -0.691020 0.046443 -0.715031 -0.176049 -0.343581 0.172178

Antenna 81: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.833317 0.110217 1.833317 1.585555 1.302997 -0.846386 -1.414660 0.233523 -0.904393

Antenna 81: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.738045 -0.008584 1.738045 1.659234 1.115288 -0.529634 -0.844769 0.131363 -0.867383

Antenna 81: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 2.607101 0.506909 2.607101 1.689493 1.363410 -0.249160 -0.936699 0.438890 -1.288948

Antenna 81: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 2.058329 0.939069 1.165386 -0.937634 0.687525 -0.100432 -0.197675 0.675837 2.058329

Antenna 81: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.766236 1.766236 0.118089 1.140370 1.648954 -0.989878 -0.208430 -0.985414 0.256421

Antenna 81: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.934446 0.451742 1.934446 1.247456 0.817552 1.087410 -0.325955 -0.173556 -1.096203

Antenna 81: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.407229 0.142749 1.407229 1.052797 0.628933 0.107749 -1.001870 0.356742 -1.160628

Antenna 81: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.866119 0.485915 1.866119 1.203620 0.862711 -0.277102 -1.399632 0.599620 -1.217388

Antenna 81: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.564863 0.176238 1.564863 0.942036 0.694563 -0.103978 -0.833849 -0.176745 -0.976144

Antenna 81: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.450079 1.450079 0.196696 0.675275 1.072502 -0.771265 -0.620644 -0.935490 -0.507770

Antenna 81: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.480953 0.197207 1.480953 0.905692 0.684438 0.059906 -1.370409 0.165383 -1.017503

Antenna 81: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.611061 1.611061 0.421464 1.075024 1.109451 -1.257130 -0.677049 -1.137405 0.171004

Antenna 81: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.442198 1.442198 0.280613 0.494517 0.611755 -0.735763 -0.277408 -1.200233 0.445262

Antenna 81: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape 0.993325 0.551941 0.993325 0.695228 -0.825327 0.018450 -0.650324 0.582282 -0.483857

Antenna 81: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape 1.899236 0.435595 1.899236 1.324264 1.034622 -0.352385 -0.968539 0.372449 -1.128033

Antenna 81: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 1.255456 0.396196 0.018439 -0.804929 1.247070 -0.643968 0.961019 0.041698 1.255456

Antenna 81: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 0.428745 -0.737073 -0.856763 0.428745 0.156287 -0.881977 -0.958131 -0.303776 -0.495354

Antenna 81: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 0.925420 -0.676809 -1.170004 0.925420 0.476840 -0.411592 -1.460872 -0.361402 -0.918367

Antenna 81: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 1.516035 0.154474 0.793898 0.859663 -0.949639 0.406990 -0.759077 1.516035 0.328921

Antenna 81: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape 0.430424 0.430424 0.024728 -1.679357 -1.050672 -1.393080 -1.450616 -0.910263 -0.417362

Antenna 81: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 0.824405 -0.575745 -1.143273 0.824405 0.356615 -0.373760 -1.093229 -0.439619 -0.845803

Antenna 81: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Power 1.299086 0.182357 1.234668 1.299086 0.839575 -0.637625 -1.102370 0.263159 -1.182693

Antenna 81: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Variability 5.390856 -0.384274 0.299513 1.794031 1.279357 5.390856 0.521967 0.682834 0.634368

Antenna 81: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Variability 0.667655 0.001563 0.427537 0.276787 -1.052364 0.667655 0.327069 0.123242 -0.334100

Antenna 81: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Shape 0.598607 0.598607 0.113416 -0.599667 0.491285 0.001261 0.503353 -0.130527 0.240562

Antenna 81: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok nn Temporal Discontinuties 0.462167 0.354794 0.354794 0.204560 0.204560 0.425479 0.425479 0.462167 0.462167

Antenna 81: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Power -0.378915 -0.407253 -0.407253 -0.378915 -0.378915 -0.612529 -0.612529 -0.575428 -0.575428

Antenna 81: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 N07 digital_ok ee Temporal Discontinuties 9.125536 0.736329 0.460766 -0.984536 0.164198 -0.903534 -0.132522 4.383366 9.125536

Antenna 81: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok nn Shape 1.544242 1.028482 1.544242 0.761989 -0.679758 -0.269138 -0.614608 0.914893 -0.523772

Antenna 81: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 3.265466 -0.632439 -0.467018 0.558445 -0.454497 1.161953 -0.050375 3.265466 2.040365

Antenna 81: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok nn Temporal Discontinuties 0.858791 -0.130150 0.782357 0.228240 -0.958572 -0.712981 -0.607895 0.764856 0.858791

Antenna 81: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Power 0.883539 -0.119863 0.572741 0.883539 -0.825641 -1.142428 -1.114783 0.087411 0.474583

Antenna 81: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 1.633161 0.340195 1.119778 1.264779 -0.595296 -0.147988 -0.243858 1.633161 0.798414

Antenna 81: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 81: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 81: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok nn Shape 1.078094 1.078094 0.298610 -0.814296 0.523763 -0.937137 -0.887504 -0.337575 0.282657

Antenna 81: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok nn Shape 1.729431 1.729431 0.636055 -0.819158 0.463258 -0.576157 -1.249837 -0.198619 0.617629

Antenna 81: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 1.320081 0.671928 0.657940 0.478686 -0.807105 -0.805649 -0.836320 1.320081 -0.423622

Antenna 81: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 2.319112 0.864195 0.461806 -0.564446 1.041831 -0.254129 -0.328604 0.426927 2.319112

Antenna 81: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 1.639586 1.054227 1.004850 0.208993 -0.883512 -0.516937 -1.075092 1.639586 0.132706

Antenna 81: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 2.290022 0.715263 0.791589 -0.881422 -0.008132 -0.487529 -0.523936 0.569738 2.290022

Antenna 81: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 2.672282 1.086897 1.102537 0.653121 -0.680991 0.367032 -0.398096 2.672282 0.539231

Antenna 81: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok nn Shape 1.207386 1.207386 0.122449 -0.668052 0.518776 -0.752018 -0.860760 -0.261861 0.538336

Antenna 81: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 14.391781 1.154307 0.189891 -0.700557 0.627987 -1.120702 0.199353 5.817356 14.391781

Antenna 81: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 81: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Power 2.279584 0.740148 0.936539 2.138615 2.279584 -0.550458 -0.658461 1.115294 -1.312724

Antenna 81: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
81 7 digital_ok ee Temporal Discontinuties 2.206752 0.320080 0.437906 0.445402 -0.887392 0.699021 -0.483556 2.206752 0.358522